A novel data mining algorithm based on ant colony system

被引：0
|
作者：
Jiang, WJ [1 ]
Xu, YH [1 ]
Xu, YS [1 ]
机构：
[1] Zhuzhou Inst Technol, Dept Comp, Zhuzhou 412008, Peoples R China
来源：
PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-9 | 2005年
关键词：
data mining algorithm; Ant-Miner(I); Ant Colony System(ACS) algorithm;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Data mining has become of great importance owing to ever-increasing amounts of data collected by large organizations. This paper propose an data mining algorithm called Ant-Miner(I),which is based on an improvement of Ant Colony System(ACS) algorithm. Experimental results show that Ant-Miner(I) has a higher predictive accuracy and much smaller rule list than the original Ant-Miner algorithm.
引用
收藏
页码：1919 / 1923
页数：5
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